{ "protocol": { "backend": "hf-multimodal", "batch_size": 8, "chat_template": false, "dtype": "bfloat16", "fewshot": { "gsm8k": 5, "hellaswag": 0, "mmlu": 0, "truthfulqa_mc2": 0, "winogrande": 0 }, "harness": { "name": "lm-evaluation-harness", "raw_result_git_hash": { "candidate": "8eebb67", "note": "This per-result field is derived from the launch working directory, not the installed evaluator package. The upstream value is unavailable and is not inferred.", "untouched_upstream": null, "used_for_protocol_matching": false }, "version": "0.4.12" }, "limit": null, "seeds": { "fewshot_seed": 1234, "numpy_seed": 1234, "random_seed": 0, "torch_seed": 1234 }, "system_instruction": false, "task_versions": { "gsm8k": 3.0, "hellaswag": 1.0, "mmlu": "2", "truthfulqa_mc2": 3.0, "winogrande": 1.0 }, "transformers_version": "5.14.1" }, "schema_version": 1, "scope": "matched_public_capability_evaluation", "sources": { "candidate_result_sha256": "f963936d03b9cf28d511e7be5e07b9b9af5d9b0be0465ab07bbc24acdaaad512", "untouched_upstream_result_sha256": "28168fcb1a6105c32fffba5b9d5cd6250b45fbd2da8b89b864be0dcfef944ede" }, "tasks": { "gsm8k": { "interpretation": "Generated-answer exact match with strict extraction is primary; flexible extraction is secondary. Higher is better.", "metrics": { "exact_match,flexible-extract": { "candidate": { "stderr": 0.01291940810865643, "value": 0.6732373009855952 }, "delta_candidate_minus_upstream": -0.0037907505686125553, "role": "secondary", "untouched_upstream": { "stderr": 0.012880360794851822, "value": 0.6770280515542078 } }, "exact_match,strict-match": { "candidate": { "stderr": 0.012714401009923647, "value": 0.6921910538286581 }, "delta_candidate_minus_upstream": -0.0007581501137224889, "role": "primary", "untouched_upstream": { "stderr": 0.012705685723131698, "value": 0.6929492039423806 } } }, "sample_count": 1319 }, "hellaswag": { "interpretation": "Length-normalized multiple-choice accuracy is primary; raw accuracy is secondary. Higher is better.", "metrics": { "acc,none": { "candidate": { "stderr": 0.00458670271601444, "value": 0.3031268671579367 }, "delta_candidate_minus_upstream": 0.00019916351324439363, "role": "secondary", "untouched_upstream": { "stderr": 0.004585850835623589, "value": 0.3029277036446923 } }, "acc_norm,none": { "candidate": { "stderr": 0.004760354191370993, "value": 0.35012945628360886 }, "delta_candidate_minus_upstream": 0.0004979087831109563, "role": "primary", "untouched_upstream": { "stderr": 0.004758790172436568, "value": 0.3496315475004979 } } }, "sample_count": 10042 }, "mmlu": { "interpretation": "Accuracy over all MMLU subjects; higher is better.", "metrics": { "acc,none": { "candidate": { "stderr": 0.004086530540962004, "value": 0.40542657741062527 }, "delta_candidate_minus_upstream": -0.0030622418458908784, "role": "primary", "untouched_upstream": { "stderr": 0.004092076960230109, "value": 0.40848881925651614 } } }, "sample_count": 14042 }, "truthfulqa_mc2": { "interpretation": "Mean normalized probability mass assigned to true answer options; higher is better.", "metrics": { "acc,none": { "candidate": { "stderr": 0.01657668864641618, "value": 0.46375219954067515 }, "delta_candidate_minus_upstream": -0.01264179784361441, "role": "primary", "untouched_upstream": { "stderr": 0.016538783742581047, "value": 0.47639399738428956 } } }, "sample_count": 817 }, "winogrande": { "interpretation": "Multiple-choice accuracy; higher is better.", "metrics": { "acc,none": { "candidate": { "stderr": 0.014047122916440271, "value": 0.4861878453038674 }, "delta_candidate_minus_upstream": 0.0007892659826361226, "role": "primary", "untouched_upstream": { "stderr": 0.014046492383275955, "value": 0.48539857932123126 } } }, "sample_count": 1267 } } }